Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 1993574 |
| Missing cells | 1801 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 12952 |
| Duplicate rows (%) | 0.6% |
| Total size in memory | 167.3 MiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 11 |
|---|
| Dataset has 12952 (0.6%) duplicate rows | Duplicates |
fact_latitude is highly overall correlated with fact_temperature | High correlation |
cmc_precipitations is highly overall correlated with gfs_cloudness | High correlation |
gfs_cloudness is highly overall correlated with cmc_precipitations | High correlation |
fact_temperature is highly overall correlated with fact_latitude | High correlation |
gfs_clouds_sea is highly skewed (γ1 = 70.86471545) | Skewed |
cmc_precipitations has 1118308 (56.1%) zeros | Zeros |
gfs_cloudness has 537307 (27.0%) zeros | Zeros |
gfs_clouds_sea has 1770761 (88.8%) zeros | Zeros |
fact_temperature has 36825 (1.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-04 13:40:57.393331 |
|---|---|
| Analysis finished | 2023-05-04 13:43:55.340542 |
| Duration | 2 minutes and 57.95 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
fact_time
Real number (ℝ)
| Distinct | 146866 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5435818 × 109 |
| Minimum | 1.53576 × 109 |
|---|---|
| Maximum | 1.5513947 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | 1.53576 × 109 |
|---|---|
| 5-th percentile | 1.5365397 × 109 |
| Q1 | 1.5396694 × 109 |
| median | 1.5435824 × 109 |
| Q3 | 1.5474909 × 109 |
| 95-th percentile | 1.5506171 × 109 |
| Maximum | 1.5513947 × 109 |
| Range | 15634680 |
| Interquartile range (IQR) | 7821540 |
Descriptive statistics
| Standard deviation | 4515794 |
|---|---|
| Coefficient of variation (CV) | 0.0029255294 |
| Kurtosis | -1.2005714 |
| Mean | 1.5435818 × 109 |
| Median Absolute Deviation (MAD) | 3911880 |
| Skewness | -0.0014602904 |
| Sum | 3.0772446 × 1015 |
| Variance | 2.0392395 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1546322400 | 545 | < 0.1% |
| 1546257600 | 521 | < 0.1% |
| 1546354800 | 479 | < 0.1% |
| 1546236000 | 435 | < 0.1% |
| 1537012800 | 408 | < 0.1% |
| 1547380800 | 401 | < 0.1% |
| 1549519200 | 399 | < 0.1% |
| 1545134400 | 395 | < 0.1% |
| 1547121600 | 393 | < 0.1% |
| 1543557600 | 393 | < 0.1% |
| Other values (146856) | 1989205 |
| Value | Count | Frequency (%) |
| 1535760000 | 275 | |
| 1535760120 | 1 | < 0.1% |
| 1535760360 | 1 | < 0.1% |
| 1535760420 | 1 | < 0.1% |
| 1535760540 | 1 | < 0.1% |
| 1535760600 | 1 | < 0.1% |
| 1535760720 | 1 | < 0.1% |
| 1535760900 | 45 | < 0.1% |
| 1535761020 | 4 | < 0.1% |
| 1535761140 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1551394680 | 6 | < 0.1% |
| 1551394620 | 1 | < 0.1% |
| 1551394560 | 26 | |
| 1551394500 | 7 | < 0.1% |
| 1551394440 | 8 | < 0.1% |
| 1551394380 | 45 | |
| 1551394320 | 1 | < 0.1% |
| 1551394260 | 8 | < 0.1% |
| 1551394200 | 11 | < 0.1% |
| 1551394140 | 1 | < 0.1% |
fact_latitude
Real number (ℝ)
| Distinct | 5168 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.154619 |
| Minimum | -67.601667 |
|---|---|
| Maximum | 70.933056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 189374 |
| Negative (%) | 9.5% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -67.601667 |
|---|---|
| 5-th percentile | -26.539801 |
| Q1 | 30.069201 |
| median | 35.66 |
| Q3 | 41.532398 |
| 95-th percentile | 51.956902 |
| Maximum | 70.933056 |
| Range | 138.53472 |
| Interquartile range (IQR) | 11.463197 |
Descriptive statistics
| Standard deviation | 20.886554 |
|---|---|
| Coefficient of variation (CV) | 0.67041596 |
| Kurtosis | 4.0056837 |
| Mean | 31.154619 |
| Median Absolute Deviation (MAD) | 5.713101 |
| Skewness | -2.0641358 |
| Sum | 62109038 |
| Variance | 436.24813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.117 | 1848 | 0.1% |
| 32.438702 | 1525 | 0.1% |
| 36.8 | 1498 | 0.1% |
| 35.66 | 1398 | 0.1% |
| 29.359501 | 1353 | 0.1% |
| 34.717999 | 1344 | 0.1% |
| 34.3 | 1227 | 0.1% |
| 28.209 | 1213 | 0.1% |
| 37.6 | 1145 | 0.1% |
| 35.207699 | 1117 | 0.1% |
| Other values (5158) | 1979906 |
| Value | Count | Frequency (%) |
| -67.601667 | 103 | < 0.1% |
| -66.663056 | 72 | < 0.1% |
| -63.4 | 270 | < 0.1% |
| -62.5 | 276 | < 0.1% |
| -62.233333 | 263 | < 0.1% |
| -60.733333 | 278 | < 0.1% |
| -53.8 | 154 | < 0.1% |
| -53.7777 | 902 | |
| -53.2537 | 137 | < 0.1% |
| -51.8228 | 228 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.933056 | 107 | < 0.1% |
| 69.604167 | 87 | < 0.1% |
| 69.6 | 455 | |
| 69.433296 | 566 | |
| 67.016667 | 360 | |
| 67.012222 | 269 | < 0.1% |
| 66.600098 | 419 | |
| 66.571503 | 800 | |
| 66.566667 | 1 | < 0.1% |
| 66.249603 | 397 |
fact_longitude
Real number (ℝ)
| Distinct | 7804 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -27.038522 |
| Minimum | -166.339 |
|---|---|
| Maximum | 175.388 |
| Zeros | 266 |
| Zeros (%) | < 0.1% |
| Negative | 1154267 |
| Negative (%) | 57.9% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -166.339 |
|---|---|
| 5-th percentile | -120.183 |
| Q1 | -91.149597 |
| median | -17.2146 |
| Q3 | 24.6192 |
| 95-th percentile | 118.1 |
| Maximum | 175.388 |
| Range | 341.727 |
| Interquartile range (IQR) | 115.7688 |
Descriptive statistics
| Standard deviation | 74.360181 |
|---|---|
| Coefficient of variation (CV) | -2.750157 |
| Kurtosis | -0.72652935 |
| Mean | -27.038522 |
| Median Absolute Deviation (MAD) | 65.179199 |
| Skewness | 0.49669234 |
| Sum | -53903294 |
| Variance | 5529.4366 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 139.348007 | 1704 | 0.1% |
| -118.152 | 1330 | 0.1% |
| -0.45 | 1314 | 0.1% |
| -1.45 | 1303 | 0.1% |
| 121.461998 | 1302 | 0.1% |
| -81.688904 | 1257 | 0.1% |
| -98.956497 | 1143 | 0.1% |
| -90.933 | 1107 | 0.1% |
| -122.655998 | 1104 | 0.1% |
| -83.561694 | 1089 | 0.1% |
| Other values (7794) | 1980921 |
| Value | Count | Frequency (%) |
| -166.339005 | 269 | < 0.1% |
| -166.089005 | 397 | |
| -165.607567 | 983 | |
| -163.682007 | 725 | |
| -163.302002 | 475 | |
| -162.026001 | 470 | |
| -161.319458 | 456 | |
| -160.190994 | 123 | < 0.1% |
| -159.985992 | 419 | |
| -157.572006 | 385 | < 0.1% |
| Value | Count | Frequency (%) |
| 175.388 | 2 | < 0.1% |
| 174.804993 | 936 | |
| 174.804993 | 62 | < 0.1% |
| 174.630005 | 1 | < 0.1% |
| 172.531998 | 987 | |
| 166.222222 | 64 | < 0.1% |
| 166.212997 | 876 | |
| 166.212997 | 39 | < 0.1% |
| 153.129167 | 102 | < 0.1% |
| 153.117004 | 964 |
topography_bathymetry
Real number (ℝ)
| Distinct | 1449 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 328.57889 |
| Minimum | -2126 |
|---|---|
| Maximum | 4659 |
| Zeros | 18358 |
| Zeros (%) | 0.9% |
| Negative | 111562 |
| Negative (%) | 5.6% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -2126 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 23 |
| median | 116 |
| Q3 | 391 |
| 95-th percentile | 1487 |
| Maximum | 4659 |
| Range | 6785 |
| Interquartile range (IQR) | 368 |
Descriptive statistics
| Standard deviation | 519.41096 |
|---|---|
| Coefficient of variation (CV) | 1.5807801 |
| Kurtosis | 6.9017953 |
| Mean | 328.57889 |
| Median Absolute Deviation (MAD) | 109 |
| Skewness | 2.2257525 |
| Sum | 6.5504634 × 108 |
| Variance | 269787.75 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 33653 | 1.7% |
| 8 | 26611 | 1.3% |
| 5 | 25841 | 1.3% |
| 2 | 25804 | 1.3% |
| 3 | 23444 | 1.2% |
| 4 | 22204 | 1.1% |
| 7 | 21038 | 1.1% |
| 10 | 20244 | 1.0% |
| 9 | 18680 | 0.9% |
| 0 | 18358 | 0.9% |
| Other values (1439) | 1757697 |
| Value | Count | Frequency (%) |
| -2126 | 265 | < 0.1% |
| -1933 | 71 | < 0.1% |
| -1930 | 680 | |
| -1753 | 226 | < 0.1% |
| -1489 | 608 | |
| -1425 | 539 | |
| -1057 | 151 | < 0.1% |
| -1055 | 593 | |
| -1016 | 493 | |
| -970 | 798 |
| Value | Count | Frequency (%) |
| 4659 | 131 | < 0.1% |
| 4364 | 11 | < 0.1% |
| 4111 | 108 | < 0.1% |
| 4048 | 700 | |
| 3965 | 215 | < 0.1% |
| 3832 | 452 | |
| 3717 | 295 | |
| 3655 | 98 | < 0.1% |
| 3579 | 322 | |
| 3446 | 188 | < 0.1% |
sun_elevation
Real number (ℝ)
| Distinct | 1793421 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.8602098 |
| Minimum | -89.89978 |
|---|---|
| Maximum | 89.865169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1043744 |
| Negative (%) | 52.4% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -89.89978 |
|---|---|
| 5-th percentile | -65.79618 |
| Q1 | -36.675595 |
| median | -2.9114505 |
| Q3 | 24.224601 |
| 95-th percentile | 48.700598 |
| Maximum | 89.865169 |
| Range | 179.76495 |
| Interquartile range (IQR) | 60.900195 |
Descriptive statistics
| Standard deviation | 36.724977 |
|---|---|
| Coefficient of variation (CV) | -6.2668366 |
| Kurtosis | -0.9523324 |
| Mean | -5.8602098 |
| Median Absolute Deviation (MAD) | 29.836397 |
| Skewness | -0.095283224 |
| Sum | -11682762 |
| Variance | 1348.7239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.78954716 | 6 | < 0.1% |
| -51.39815877 | 5 | < 0.1% |
| -44.26653644 | 5 | < 0.1% |
| 37.36450375 | 5 | < 0.1% |
| 30.23352089 | 5 | < 0.1% |
| -44.84953997 | 5 | < 0.1% |
| -22.67197834 | 5 | < 0.1% |
| 18.25191251 | 5 | < 0.1% |
| 23.45690836 | 5 | < 0.1% |
| 0.06783851886 | 5 | < 0.1% |
| Other values (1793411) | 1993523 |
| Value | Count | Frequency (%) |
| -89.89977966 | 1 | |
| -89.82985219 | 1 | |
| -89.8288449 | 1 | |
| -89.79575421 | 1 | |
| -89.77175682 | 1 | |
| -89.66601115 | 1 | |
| -89.64065028 | 1 | |
| -89.60511773 | 1 | |
| -89.59565779 | 1 | |
| -89.54558173 | 1 |
| Value | Count | Frequency (%) |
| 89.86516883 | 1 | |
| 89.7490959 | 1 | |
| 89.74232221 | 1 | |
| 89.71892931 | 1 | |
| 89.71235037 | 2 | |
| 89.66067586 | 1 | |
| 89.63101691 | 1 | |
| 89.61384268 | 1 | |
| 89.56475528 | 1 | |
| 89.55908458 | 1 |
cmc_precipitations
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 303375 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 1801 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13825675 |
| Minimum | -3.3333333 × 10-5 |
|---|---|
| Maximum | 24.400417 |
| Zeros | 1118308 |
| Zeros (%) | 56.1% |
| Negative | 23422 |
| Negative (%) | 1.2% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -3.3333333 × 10-5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.017566667 |
| 95-th percentile | 0.79446667 |
| Maximum | 24.400417 |
| Range | 24.40045 |
| Interquartile range (IQR) | 0.017566667 |
Descriptive statistics
| Standard deviation | 0.54766782 |
|---|---|
| Coefficient of variation (CV) | 3.9612375 |
| Kurtosis | 136.69358 |
| Mean | 0.13825675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9741358 |
| Sum | 275376.06 |
| Variance | 0.29994005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1118308 | |
| 8.333333333 × 10-6 | 4161 | 0.2% |
| 1.666666667 × 10-5 | 3238 | 0.2% |
| -8.333333333 × 10-6 | 3092 | 0.2% |
| 8.333333333 × 10-6 | 2661 | 0.1% |
| -8.333333333 × 10-6 | 2472 | 0.1% |
| 1.666666667 × 10-5 | 2203 | 0.1% |
| 8.333333334 × 10-6 | 2133 | 0.1% |
| 3.333333333 × 10-5 | 1828 | 0.1% |
| 8.333333333 × 10-6 | 1612 | 0.1% |
| Other values (303365) | 850065 | |
| (Missing) | 1801 | 0.1% |
| Value | Count | Frequency (%) |
| -3.333333333 × 10-5 | 9 | |
| -3.333333333 × 10-5 | 2 | < 0.1% |
| -3.333333333 × 10-5 | 2 | < 0.1% |
| -3.333333333 × 10-5 | 9 | |
| -3.333333333 × 10-5 | 2 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 2 | < 0.1% |
| -3.333333333 × 10-5 | 5 | |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.40041667 | 1 | |
| 23.64301667 | 1 | |
| 22.65773333 | 1 | |
| 22.486875 | 1 | |
| 21.8554 | 1 | |
| 21.54189167 | 1 | |
| 20.6959 | 2 | |
| 20.4718 | 1 | |
| 20.45935 | 1 | |
| 20.3468 | 1 |
gfs_a_vorticity
Real number (ℝ)
| Distinct | 1197555 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2136137 × 10-5 |
| Minimum | -0.0007590648 |
|---|---|
| Maximum | 0.0014602451 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 271483 |
| Negative (%) | 13.6% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -0.0007590648 |
|---|---|
| 5-th percentile | -7.7994819 × 10-5 |
| Q1 | 4.3467056 × 10-5 |
| median | 7.6943175 × 10-5 |
| Q3 | 0.00011112744 |
| 95-th percentile | 0.00019493731 |
| Maximum | 0.0014602451 |
| Range | 0.0022193099 |
| Interquartile range (IQR) | 6.7660384 × 10-5 |
Descriptive statistics
| Standard deviation | 8.4585864 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 1.1725866 |
| Kurtosis | 4.7632181 |
| Mean | 7.2136137 × 10-5 |
| Median Absolute Deviation (MAD) | 3.3844666 × 10-5 |
| Skewness | -0.48091844 |
| Sum | 143.80873 |
| Variance | 7.1547685 × 10-9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.127502613 × 10-5 | 37 | < 0.1% |
| 8.127502224 × 10-5 | 29 | < 0.1% |
| 6.083739936 × 10-5 | 28 | < 0.1% |
| 7.083739911 × 10-5 | 27 | < 0.1% |
| 7.050354179 × 10-5 | 24 | < 0.1% |
| 6.804565055 × 10-5 | 24 | < 0.1% |
| 6.594192382 × 10-5 | 24 | < 0.1% |
| 7.594191993 × 10-5 | 23 | < 0.1% |
| 8.325470117 × 10-5 | 23 | < 0.1% |
| 7.263854786 × 10-5 | 23 | < 0.1% |
| Other values (1197545) | 1993312 |
| Value | Count | Frequency (%) |
| -0.000759064802 | 1 | |
| -0.0007015671581 | 1 | |
| -0.0006876469706 | 1 | |
| -0.0006734181079 | 1 | |
| -0.0006620693603 | 1 | |
| -0.0006607309333 | 1 | |
| -0.0006553608109 | 1 | |
| -0.0006519843591 | 1 | |
| -0.000651513401 | 1 | |
| -0.000650328584 | 1 |
| Value | Count | Frequency (%) |
| 0.001460245112 | 1 | |
| 0.001153926249 | 1 | |
| 0.001029804698 | 1 | |
| 0.001006142236 | 1 | |
| 0.0009886106709 | 1 | |
| 0.0009296169155 | 1 | |
| 0.0009029353969 | 1 | |
| 0.0008940886473 | 1 | |
| 0.0008887405857 | 1 | |
| 0.0008673816919 | 1 |
gfs_cloudness
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 301 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72880642 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 537307 |
| Zeros (%) | 27.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.49 |
| Q3 | 1.11 |
| 95-th percentile | 2.42 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.11 |
Descriptive statistics
| Standard deviation | 0.80074271 |
|---|---|
| Coefficient of variation (CV) | 1.0987043 |
| Kurtosis | 0.19594162 |
| Mean | 0.72880642 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | 1.0362948 |
| Sum | 1452929.5 |
| Variance | 0.64118889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 537307 | |
| 1 | 60109 | 3.0% |
| 0.01 | 48512 | 2.4% |
| 0.02 | 26606 | 1.3% |
| 0.03 | 19454 | 1.0% |
| 0.99 | 18772 | 0.9% |
| 2 | 16026 | 0.8% |
| 0.04 | 15861 | 0.8% |
| 0.05 | 13924 | 0.7% |
| 0.98 | 13584 | 0.7% |
| Other values (291) | 1223419 |
| Value | Count | Frequency (%) |
| 0 | 537307 | |
| 0.01 | 48512 | 2.4% |
| 0.02 | 26606 | 1.3% |
| 0.03 | 19454 | 1.0% |
| 0.04 | 15861 | 0.8% |
| 0.05 | 13924 | 0.7% |
| 0.06 | 12436 | 0.6% |
| 0.07 | 11062 | 0.6% |
| 0.08 | 10397 | 0.5% |
| 0.09 | 9733 | 0.5% |
| Value | Count | Frequency (%) |
| 3 | 12287 | |
| 2.99 | 3759 | 0.2% |
| 2.98 | 2786 | 0.1% |
| 2.97 | 2314 | 0.1% |
| 2.96 | 2082 | 0.1% |
| 2.95 | 1794 | 0.1% |
| 2.94 | 1751 | 0.1% |
| 2.93 | 1637 | 0.1% |
| 2.92 | 1529 | 0.1% |
| 2.91 | 1522 | 0.1% |
gfs_clouds_sea
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1083 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5336503 × 10-7 |
| Minimum | 0 |
|---|---|
| Maximum | 0.00050880003 |
| Zeros | 1770761 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 × 10-7 |
| Maximum | 0.00050880003 |
| Range | 0.00050880003 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.8769809 × 10-6 |
|---|---|
| Coefficient of variation (CV) | 18.759041 |
| Kurtosis | 7678.7795 |
| Mean | 1.5336503 × 10-7 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 70.864715 |
| Sum | 0.30574454 |
| Variance | 8.2770191 × 10-12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1770761 | |
| 1.000000012 × 10-7 | 98512 | 4.9% |
| 2.000000023 × 10-7 | 31794 | 1.6% |
| 3.000000106 × 10-7 | 17382 | 0.9% |
| 4.000000047 × 10-7 | 11626 | 0.6% |
| 4.999999987 × 10-7 | 8584 | 0.4% |
| 6.000000212 × 10-7 | 6520 | 0.3% |
| 6.999999869 × 10-7 | 5100 | 0.3% |
| 8.000000093 × 10-7 | 4165 | 0.2% |
| 9.000000318 × 10-7 | 3405 | 0.2% |
| Other values (1073) | 35725 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 1770761 | |
| 9.999999939 × 10-9 | 65 | < 0.1% |
| 1.999999988 × 10-8 | 24 | < 0.1% |
| 2.999999893 × 10-8 | 15 | < 0.1% |
| 3.999999976 × 10-8 | 5 | < 0.1% |
| 5.000000058 × 10-8 | 1 | < 0.1% |
| 5.999999786 × 10-8 | 4 | < 0.1% |
| 6.999999869 × 10-8 | 1 | < 0.1% |
| 7.999999951 × 10-8 | 2 | < 0.1% |
| 9.000000034 × 10-8 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0005088000325 | 1 | |
| 0.0004847999953 | 1 | |
| 0.0004735999973 | 1 | |
| 0.0004704000021 | 1 | |
| 0.0004666000023 | 1 | |
| 0.000460500014 | 1 | |
| 0.0004472000001 | 1 | |
| 0.0004333000106 | 1 | |
| 0.0004297000123 | 1 | |
| 0.0004130000016 | 1 |
gfs_humidity
Real number (ℝ)
| Distinct | 278990 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.384893 |
| Minimum | 1 |
|---|---|
| Maximum | 100.04999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 22.9 |
| Q1 | 50.700001 |
| median | 69 |
| Q3 | 83.300003 |
| 95-th percentile | 95.099998 |
| Maximum | 100.04999 |
| Range | 99.049988 |
| Interquartile range (IQR) | 32.600002 |
Descriptive statistics
| Standard deviation | 22.123647 |
|---|---|
| Coefficient of variation (CV) | 0.33836023 |
| Kurtosis | -0.47597763 |
| Mean | 65.384893 |
| Median Absolute Deviation (MAD) | 15.809517 |
| Skewness | -0.58102708 |
| Sum | 1.3034962 × 108 |
| Variance | 489.45576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77.90000153 | 3140 | 0.2% |
| 78.5 | 3115 | 0.2% |
| 77.20000458 | 3104 | 0.2% |
| 78.09999847 | 3093 | 0.2% |
| 77 | 3084 | 0.2% |
| 79.70000458 | 3080 | 0.2% |
| 74 | 3070 | 0.2% |
| 76.80000305 | 3063 | 0.2% |
| 76.09999847 | 3062 | 0.2% |
| 75.70000458 | 3060 | 0.2% |
| Other values (278980) | 1962703 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 1.200000048 | 5 | |
| 1.300000072 | 1 | < 0.1% |
| 1.399999976 | 2 | < 0.1% |
| 1.600000024 | 3 | < 0.1% |
| 1.700000048 | 4 | |
| 1.800000072 | 1 | < 0.1% |
| 1.899999976 | 4 | |
| 2 | 9 | |
| 2.100000143 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 100.0499878 | 1 | |
| 100.0498123 | 1 | |
| 100.0496292 | 1 | |
| 100.0490036 | 1 | |
| 100.0488892 | 2 | |
| 100.0479889 | 1 | |
| 100.0469894 | 1 | |
| 100.0462036 | 1 | |
| 100.0450974 | 2 | |
| 100.0449982 | 1 |
fact_temperature
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 96 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.317229 |
| Minimum | -45 |
|---|---|
| Maximum | 60 |
| Zeros | 36825 |
| Zeros (%) | 1.8% |
| Negative | 146737 |
| Negative (%) | 7.4% |
| Memory size | 15.2 MiB |
Quantile statistics
| Minimum | -45 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 6 |
| median | 13 |
| Q3 | 21 |
| 95-th percentile | 29 |
| Maximum | 60 |
| Range | 105 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.009715 |
|---|---|
| Coefficient of variation (CV) | 0.75163647 |
| Kurtosis | 0.01218938 |
| Mean | 13.317229 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.11996873 |
| Sum | 26548881 |
| Variance | 100.19439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 77108 | 3.9% |
| 12 | 76023 | 3.8% |
| 9 | 75728 | 3.8% |
| 11 | 75604 | 3.8% |
| 7 | 74496 | 3.7% |
| 13 | 73524 | 3.7% |
| 10 | 71742 | 3.6% |
| 14 | 69489 | 3.5% |
| 6 | 68690 | 3.4% |
| 16 | 66354 | 3.3% |
| Other values (86) | 1264816 |
| Value | Count | Frequency (%) |
| -45 | 3 | < 0.1% |
| -44 | 5 | < 0.1% |
| -43 | 4 | < 0.1% |
| -42 | 20 | |
| -41 | 11 | < 0.1% |
| -40 | 19 | |
| -39 | 18 | |
| -38 | 27 | |
| -37 | 28 | |
| -36 | 30 |
| Value | Count | Frequency (%) |
| 60 | 1 | < 0.1% |
| 49 | 2 | < 0.1% |
| 48 | 6 | < 0.1% |
| 47 | 25 | < 0.1% |
| 46 | 60 | < 0.1% |
| 45 | 118 | < 0.1% |
| 44 | 246 | < 0.1% |
| 43 | 363 | |
| 42 | 553 | |
| 41 | 786 |
| fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | fact_temperature | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| fact_time | 1.000 | 0.001 | -0.003 | 0.002 | -0.083 | 0.075 | -0.006 | 0.118 | 0.038 | 0.058 | -0.453 |
| fact_latitude | 0.001 | 1.000 | -0.074 | -0.046 | -0.146 | 0.131 | 0.478 | 0.136 | 0.084 | 0.212 | -0.531 |
| fact_longitude | -0.003 | -0.074 | 1.000 | -0.110 | 0.073 | -0.021 | -0.106 | -0.072 | 0.063 | -0.135 | 0.149 |
| topography_bathymetry | 0.002 | -0.046 | -0.110 | 1.000 | 0.019 | -0.052 | -0.023 | -0.046 | -0.253 | -0.212 | -0.163 |
| sun_elevation | -0.083 | -0.146 | 0.073 | 0.019 | 1.000 | -0.024 | -0.104 | -0.030 | -0.049 | -0.245 | 0.356 |
| cmc_precipitations | 0.075 | 0.131 | -0.021 | -0.052 | -0.024 | 1.000 | 0.053 | 0.508 | 0.166 | 0.482 | -0.115 |
| gfs_a_vorticity | -0.006 | 0.478 | -0.106 | -0.023 | -0.104 | 0.053 | 1.000 | 0.052 | 0.033 | 0.101 | -0.254 |
| gfs_cloudness | 0.118 | 0.136 | -0.072 | -0.046 | -0.030 | 0.508 | 0.052 | 1.000 | 0.121 | 0.430 | -0.140 |
| gfs_clouds_sea | 0.038 | 0.084 | 0.063 | -0.253 | -0.049 | 0.166 | 0.033 | 0.121 | 1.000 | 0.195 | -0.021 |
| gfs_humidity | 0.058 | 0.212 | -0.135 | -0.212 | -0.245 | 0.482 | 0.101 | 0.430 | 0.195 | 1.000 | -0.222 |
| fact_temperature | -0.453 | -0.531 | 0.149 | -0.163 | 0.356 | -0.115 | -0.254 | -0.140 | -0.021 | -0.222 | 1.000 |
| fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | fact_temperature | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.538665e+09 | 42.696693 | 23.411436 | 532.0 | 11.436109 | 0.000000 | 0.000125 | 0.00 | 0.0 | 28.500000 | 19.0 |
| 1 | 1.539436e+09 | 51.447778 | 4.341944 | 20.0 | 26.956421 | 0.000000 | 0.000095 | 0.74 | 0.0 | 62.840954 | 25.0 |
| 2 | 1.541235e+09 | 39.175400 | -76.668297 | 42.0 | -45.928553 | 0.207392 | 0.000068 | 2.80 | 0.0 | 70.700005 | 11.0 |
| 3 | 1.544501e+09 | 36.029598 | -119.063004 | 132.0 | -25.871600 | 0.053550 | 0.000166 | 1.28 | 0.0 | 78.400002 | 9.0 |
| 4 | 1.538634e+09 | 34.398300 | -96.148102 | 179.0 | -61.020501 | 0.000000 | 0.000079 | 0.17 | 0.0 | 86.700005 | 23.0 |
| 5 | 1.546056e+09 | 33.988800 | -98.491898 | 302.0 | -42.316609 | 0.000000 | 0.000074 | 0.00 | 0.0 | 62.700001 | 1.0 |
| 6 | 1.545142e+09 | -17.878201 | 15.952600 | 1099.0 | 46.820491 | 0.000000 | -0.000035 | 0.99 | 0.0 | 19.100000 | 33.0 |
| 7 | 1.536496e+09 | 51.275799 | -0.776333 | 74.0 | 42.489176 | 0.013708 | 0.000087 | 0.99 | 0.0 | 71.400002 | 21.0 |
| 8 | 1.541854e+09 | 38.065498 | -97.860603 | 470.0 | -17.157628 | 0.000000 | 0.000064 | 0.00 | 0.0 | 54.299999 | -8.0 |
| 9 | 1.544880e+09 | 32.239300 | -90.928398 | 40.0 | -1.349522 | 0.113975 | 0.000068 | 1.00 | 0.0 | 92.099998 | 10.0 |
| fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | fact_temperature | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1993564 | 1.546063e+09 | 35.672901 | -120.626999 | 247.0 | -48.720935 | 0.000000 | 0.000123 | 0.00 | 0.000000e+00 | 52.799999 | 1.0 |
| 1993565 | 1.546722e+09 | 53.301701 | -6.451330 | 82.0 | -40.536481 | 0.076200 | 0.000088 | 1.30 | 1.000000e-07 | 95.200005 | 8.0 |
| 1993566 | 1.550287e+09 | 53.333599 | -2.849720 | 7.0 | -36.890880 | 0.001433 | 0.000172 | 0.63 | 0.000000e+00 | 87.099998 | 11.0 |
| 1993567 | 1.543234e+09 | 46.747500 | 24.159722 | 337.0 | 18.252121 | 0.000350 | 0.000117 | 2.62 | 0.000000e+00 | 83.900002 | 9.0 |
| 1993568 | 1.544270e+09 | 32.446602 | -93.825600 | 75.0 | -27.432883 | 3.555233 | 0.000098 | 3.00 | 0.000000e+00 | 95.400002 | 5.0 |
| 1993569 | 1.543543e+09 | 32.297199 | 50.842201 | 2042.0 | -19.050859 | 0.000000 | 0.000049 | 0.98 | 0.000000e+00 | 44.600002 | -2.0 |
| 1993570 | 1.541552e+09 | 36.191898 | -94.489998 | 361.0 | -6.690413 | 0.000000 | 0.000130 | 1.42 | 0.000000e+00 | 64.599998 | 12.0 |
| 1993571 | 1.545372e+09 | 38.808899 | 27.833900 | 76.0 | 4.815581 | 0.000000 | 0.000089 | 0.09 | 0.000000e+00 | 76.599998 | -2.0 |
| 1993572 | 1.544355e+09 | 18.310000 | -15.969722 | -7.0 | 38.690343 | 0.000000 | 0.000042 | 0.00 | 0.000000e+00 | 46.200001 | 28.0 |
| 1993573 | 1.539140e+09 | 33.783333 | 55.083333 | 812.0 | 3.688021 | 0.000000 | 0.000054 | 0.00 | 0.000000e+00 | 17.007818 | 16.0 |
Most frequently occurring
| fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | fact_temperature | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 238 | 1.536073e+09 | 41.250000 | 29.033333 | 7.0 | 15.738981 | 0.000000 | 0.000066 | 0.00 | 0.000000e+00 | 57.200001 | 29.0 | 3 |
| 277 | 1.536128e+09 | 37.183800 | -77.507401 | 58.0 | -45.931859 | 0.000000 | 0.000057 | 0.17 | 0.000000e+00 | 90.000000 | 22.0 | 3 |
| 615 | 1.536602e+09 | 43.860100 | 51.091999 | 22.0 | -31.281429 | 0.000000 | 0.000062 | 0.00 | 0.000000e+00 | 32.700001 | 23.0 | 3 |
| 831 | 1.536818e+09 | 38.069698 | -102.688004 | 1126.0 | -42.285614 | 0.000000 | 0.000276 | 0.00 | 0.000000e+00 | 24.600000 | 24.0 | 3 |
| 856 | 1.536836e+09 | 51.857778 | 5.145278 | -8.0 | 39.670054 | 0.000000 | 0.000083 | 0.00 | 0.000000e+00 | 75.000000 | 17.0 | 3 |
| 1341 | 1.537400e+09 | 30.181999 | -82.576897 | 56.0 | 6.470909 | 0.340567 | 0.000095 | 0.35 | 0.000000e+00 | 47.700001 | 29.0 | 3 |
| 2042 | 1.538244e+09 | 45.473400 | 13.615000 | 6.0 | -12.421811 | 0.000000 | 0.000196 | 0.07 | 4.000000e-07 | 41.500000 | 17.0 | 3 |
| 2072 | 1.538269e+09 | 18.310000 | -15.969722 | -7.0 | -76.102872 | 0.000692 | 0.000090 | 0.00 | 0.000000e+00 | 88.900002 | 25.0 | 3 |
| 2327 | 1.538610e+09 | 33.630000 | -83.850000 | 243.0 | 4.211888 | 0.000000 | 0.000070 | 0.15 | 0.000000e+00 | 53.200001 | 25.0 | 3 |
| 2559 | 1.538928e+09 | 35.764702 | 140.386002 | 40.0 | -55.809223 | 0.000000 | 0.000056 | 0.00 | 3.000000e-07 | 58.700001 | 23.0 | 3 |